Misalignment-Robust Frequency Distribution Loss for Image Transformation. - Zhangkai Ni; Juncheng Wu; Zian Wang; Wenhan Yang; Hanli Wang; Lin Ma 002 (CVPR, 2024)

DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor. - Juncheng Wu; Zhangkai Ni; Hanli Wang; Wenhan Yang; Yuyin Zhou; Shiqi Wang 001 (NeurIPS, 2024)

A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? - Yunfei Xie; Juncheng Wu; Haoqin Tu; Siwei Yang; Bingchen Zhao; Yongshuo Zong; Qiao Jin; Cihang Xie; Yuyin Zhou (CoRR, 2024)

MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine. - Yunfei Xie; Ce Zhou; Lang Gao; Juncheng Wu; Xianhang Li; Hong-Yu Zhou; Sheng Liu; Lei Xing 001; James Zou 001; Cihang Xie; Yuyin Zhou (ICLR, 2025)

Converging Crowds and Tied Twins: Audience Brain Responses to the Same Movie are Consistent Across Continents and Enhanced Among Twins. - Ralf Schmälzle; Sue Lim; Juncheng Wu; Subhalakshmi Bezbaruah; Syed Ali Hussain (J. Media Psychol. Theor. Methods Appl., 2025)

m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models. - Xiaoke Huang; Juncheng Wu; Hui Liu 031; Xianfeng Tang; Yuyin Zhou (CoRR, 2025)

MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs. - Juncheng Wu; Wenlong Deng; Xingxuan Li; Sheng Liu; Taomian Mi; Yifan Peng 002; Ziyang Xu; Yi Liu 059; Hyunjin Cho; Changin Choi; Yihan Cao; Hui Ren 001; et al. (CoRR, 2025)

STAR-1: Safer Alignment of Reasoning LLMs with 1K Data. - Zijun Wang; Haoqin Tu; Yuhan Wang; Juncheng Wu; Jieru Mei; Brian R. Bartoldson; Bhavya Kailkhura; Cihang Xie (CoRR, 2025)

MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning. - Suhao Yu; Haojin Wang; Juncheng Wu; Cihang Xie; Yuyin Zhou (CoRR, 2025)

More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models. - Chengzhi Liu; Zhongxing Xu; Qingyue Wei; Juncheng Wu; James Zou 001; Xin Eric Wang; Yuyin Zhou; Sheng Liu (CoRR, 2025)

Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains. - Juncheng Wu; Sheng Liu; Haoqin Tu; Hang Yu; Xiaoke Huang; James Y. Zou; Cihang Xie; Yuyin Zhou (CoRR, 2025)

SCING:Towards More Efficient and Robust Person Re-Identification through Selective Cross-modal Prompt Tuning. - Yunfei Xie; Yuxuan Cheng; Juncheng Wu; Haoyu Zhang; Yuyin Zhou; Shoudong Han (CoRR, 2025)